{"id":"W2762238663","doi":"10.1007/s11270-017-3595-y","title":"Profiling of Sulfate-Reducing Bacteria in an Offshore Oil Reservoir Using Phospholipid Fatty Acid (PLFA) Biomarkers","year":2017,"lang":"en","type":"article","venue":"Water Air & Soil Pollution","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Suncor Energy Incorporated","keywords":"Sulfate-reducing bacteria; Phospholipid; Sulfate; Fatty acid; Bacteria; Chemistry; Environmental chemistry; Sulfur; Microorganism; Fatty acid methyl ester; Polyunsaturated fatty acid; Desulfovibrio; Seawater; Biology; Food science; Biochemistry; Organic chemistry; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000938646,0.0003722225,0.0002871501,0.0004680743,0.000438145,0.0003907445,0.0002314716,0.0003126877,0.0004037265],"category_scores_gemma":[0.0001454018,0.0001559467,0.000213497,0.000339192,0.0001873482,0.0003079224,0.0002735378,0.0002096651,0.0001740658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002322187,"about_ca_system_score_gemma":0.0004387995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008554144,"about_ca_topic_score_gemma":0.0119611,"domain_scores_codex":[0.9999046,0.0000073842,0.00000647451,0.0000220766,0.00003629487,0.00002321592],"domain_scores_gemma":[0.9999264,0.00001136519,0.00001470543,0.000002883259,0.00002665574,0.00001790404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002141587,0.00008982443,0.04272224,0.00004428417,0.00001321929,0.000325552,0.000211948,0.000767513,0.9512829,0.00004264847,0.00004211829,0.004243702],"study_design_scores_gemma":[0.0000189033,0.0009687135,0.2870526,0.0000311667,0.00008469982,0.0005233982,0.002970119,0.02564056,0.6813123,0.0001496899,0.001197093,0.00005074161],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991314,0.00001674081,0.0004242561,0.00001348539,0.000002027709,0.000005909692,0.0001167568,0.00000803223,0.000281456],"genre_scores_gemma":[0.997419,0.00008143537,0.001265039,0.00001164129,0.000003108039,0.00001247671,0.0002095115,0.000005049813,0.0009928171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008554144,"threshold_uncertainty_score":0.01700866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896873482105957,"score_gpt":0.2516766017713885,"score_spread":0.2327078669503289,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}